Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 6901265 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 GiB |
| Average record size in memory | 163.0 B |
Variable types
| Categorical | 11 |
|---|---|
| Numeric | 11 |
Severity is highly imbalanced (56.2%) | Imbalance |
Amenity is highly imbalanced (90.3%) | Imbalance |
Give_Way is highly imbalanced (95.8%) | Imbalance |
Junction is highly imbalanced (62.4%) | Imbalance |
No_Exit is highly imbalanced (97.4%) | Imbalance |
Railway is highly imbalanced (92.9%) | Imbalance |
Stop is highly imbalanced (81.7%) | Imbalance |
Traffic_Calming is highly imbalanced (98.9%) | Imbalance |
Duration_Seconds is highly skewed (γ1 = 56.22205817) | Skewed |
Distance(mi) has 2931021 (42.5%) zeros | Zeros |
Wind_Direction has 915192 (13.3%) zeros | Zeros |
Wind_Speed(mph) has 915200 (13.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-05 16:35:03.420775 |
|---|---|
| Analysis finished | 2024-11-05 16:40:17.795719 |
| Duration | 5 minutes and 14.37 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Severity
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 2 | |
|---|---|
| 3 | |
| 4 | 172262 |
| 1 | 61746 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5538813 | |
| 3 | 1128444 | 16.4% |
| 4 | 172262 | 2.5% |
| 1 | 61746 | 0.9% |
Distance(mi)
Real number (ℝ)
Zeros 
| Distinct | 21687 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5644842 |
| Minimum | 0 |
|---|---|
| Maximum | 441.75 |
| Zeros | 2931021 |
| Zeros (%) | 42.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.034 |
| Q3 | 0.47 |
| 95-th percentile | 2.679 |
| Maximum | 441.75 |
| Range | 441.75 |
| Interquartile range (IQR) | 0.47 |
Descriptive statistics
| Standard deviation | 1.7655502 |
|---|---|
| Coefficient of variation (CV) | 3.1277229 |
| Kurtosis | 1602.9111 |
| Mean | 0.5644842 |
| Median Absolute Deviation (MAD) | 0.034 |
| Skewness | 19.967062 |
| Sum | 3895655 |
| Variance | 3.1171674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2931021 | |
| 0.01 | 211640 | 3.1% |
| 0.008 | 13340 | 0.2% |
| 0.009 | 12678 | 0.2% |
| 0.007 | 11258 | 0.2% |
| 0.009999999776 | 11065 | 0.2% |
| 0.011 | 10572 | 0.2% |
| 0.03 | 10343 | 0.1% |
| 0.024 | 9985 | 0.1% |
| 0.029 | 9896 | 0.1% |
| Other values (21677) | 3669467 |
| Value | Count | Frequency (%) |
| 0 | 2931021 | |
| 0.001 | 4317 | 0.1% |
| 0.002 | 2459 | < 0.1% |
| 0.003 | 3673 | 0.1% |
| 0.004 | 5607 | 0.1% |
| 0.005 | 7429 | 0.1% |
| 0.006 | 9167 | 0.1% |
| 0.007 | 11258 | 0.2% |
| 0.008 | 13340 | 0.2% |
| 0.009 | 12678 | 0.2% |
| Value | Count | Frequency (%) |
| 441.75 | 1 | |
| 336.5700073 | 1 | |
| 254.3999939 | 1 | |
| 251.2200012 | 1 | |
| 242.3399963 | 1 | |
| 224.5899963 | 1 | |
| 210.0800018 | 1 | |
| 194.7299957 | 1 | |
| 193.4799957 | 1 | |
| 183.1199951 | 1 |
Street
Real number (ℝ)
| Distinct | 320207 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192814.84 |
| Minimum | 0 |
|---|---|
| Maximum | 320206 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 37707 |
| Q1 | 156268 |
| median | 215804 |
| Q3 | 232429 |
| 95-th percentile | 302106 |
| Maximum | 320206 |
| Range | 320206 |
| Interquartile range (IQR) | 76161 |
Descriptive statistics
| Standard deviation | 75394.482 |
|---|---|
| Coefficient of variation (CV) | 0.39102012 |
| Kurtosis | -0.095058587 |
| Mean | 192814.84 |
| Median Absolute Deviation (MAD) | 44716 |
| Skewness | -0.65926999 |
| Sum | 1.3306663 × 1012 |
| Variance | 5.6843279 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 216455 | 69302 | 1.0% |
| 216456 | 66418 | 1.0% |
| 216115 | 63157 | 0.9% |
| 215646 | 48920 | 0.7% |
| 215652 | 47344 | 0.7% |
| 216116 | 47322 | 0.7% |
| 216351 | 34938 | 0.5% |
| 216348 | 31850 | 0.5% |
| 216006 | 29142 | 0.4% |
| 216302 | 24827 | 0.4% |
| Other values (320197) | 6438045 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 29 | |
| 4 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 13 |
| Value | Count | Frequency (%) |
| 320206 | 4 | < 0.1% |
| 320205 | 1 | < 0.1% |
| 320204 | 1 | < 0.1% |
| 320203 | 1 | < 0.1% |
| 320202 | 1 | < 0.1% |
| 320201 | 1 | < 0.1% |
| 320200 | 1 | < 0.1% |
| 320199 | 2 | < 0.1% |
| 320198 | 3 | < 0.1% |
| 320197 | 34 |
Zipcode
Real number (ℝ)
| Distinct | 774620 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 422964.18 |
| Minimum | 0 |
|---|---|
| Maximum | 774619 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34069 |
| Q1 | 237922 |
| median | 450746 |
| Q3 | 632266 |
| 95-th percentile | 737694 |
| Maximum | 774619 |
| Range | 774619 |
| Interquartile range (IQR) | 394344 |
Descriptive statistics
| Standard deviation | 225476.52 |
|---|---|
| Coefficient of variation (CV) | 0.53308655 |
| Kurtosis | -1.1517707 |
| Mean | 422964.18 |
| Median Absolute Deviation (MAD) | 188482 |
| Skewness | -0.26569889 |
| Sum | 2.9189879 × 1012 |
| Variance | 5.0839659 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 654009 | 10471 | 0.2% |
| 650715 | 8571 | 0.1% |
| 666731 | 8001 | 0.1% |
| 665596 | 7887 | 0.1% |
| 337300 | 7750 | 0.1% |
| 316946 | 7186 | 0.1% |
| 333271 | 6515 | 0.1% |
| 547310 | 6493 | 0.1% |
| 663221 | 6204 | 0.1% |
| 645483 | 6156 | 0.1% |
| Other values (774610) | 6826031 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 8 | |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 774619 | 1 | < 0.1% |
| 774618 | 7 | |
| 774617 | 3 | |
| 774616 | 1 | < 0.1% |
| 774615 | 1 | < 0.1% |
| 774614 | 2 | < 0.1% |
| 774613 | 7 | |
| 774612 | 2 | < 0.1% |
| 774611 | 2 | < 0.1% |
| 774610 | 2 | < 0.1% |
Temperature(F)
Real number (ℝ)
| Distinct | 829 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.960111 |
| Minimum | -45 |
|---|---|
| Maximum | 196 |
| Zeros | 2574 |
| Zeros (%) | < 0.1% |
| Negative | 17638 |
| Negative (%) | 0.3% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | -45 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 50 |
| median | 64 |
| Q3 | 76 |
| 95-th percentile | 89 |
| Maximum | 196 |
| Range | 241 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.039681 |
|---|---|
| Coefficient of variation (CV) | 0.30728933 |
| Kurtosis | -0.0065594547 |
| Mean | 61.960111 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.52706124 |
| Sum | 4.2760315 × 108 |
| Variance | 362.50946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 73 | 159649 | 2.3% |
| 77 | 158016 | 2.3% |
| 72 | 149860 | 2.2% |
| 68 | 148989 | 2.2% |
| 75 | 148139 | 2.1% |
| 70 | 144354 | 2.1% |
| 79 | 138701 | 2.0% |
| 63 | 138398 | 2.0% |
| 64 | 136710 | 2.0% |
| 66 | 133943 | 1.9% |
| Other values (819) | 5444506 |
| Value | Count | Frequency (%) |
| -45 | 1 | < 0.1% |
| -38 | 3 | < 0.1% |
| -36 | 2 | < 0.1% |
| -35 | 9 | |
| -33 | 1 | < 0.1% |
| -30 | 1 | < 0.1% |
| -29 | 8 | |
| -28 | 5 | |
| -27.9 | 12 | |
| -27.4 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 196 | 5 | |
| 189 | 1 | < 0.1% |
| 174 | 2 | < 0.1% |
| 172 | 2 | < 0.1% |
| 170.6 | 1 | < 0.1% |
| 168.8 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 162 | 2 | < 0.1% |
| 161.6 | 1 | < 0.1% |
| 143.6 | 1 | < 0.1% |
Humidity(%)
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.396618 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 48 |
| median | 66 |
| Q3 | 84 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 22.742039 |
|---|---|
| Coefficient of variation (CV) | 0.35315581 |
| Kurtosis | -0.72765416 |
| Mean | 64.396618 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.37822121 |
| Sum | 4.4441812 × 108 |
| Variance | 517.20036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93 | 258266 | 3.7% |
| 100 | 240251 | 3.5% |
| 87 | 153111 | 2.2% |
| 90 | 150704 | 2.2% |
| 89 | 125416 | 1.8% |
| 96 | 117802 | 1.7% |
| 81 | 114953 | 1.7% |
| 84 | 114935 | 1.7% |
| 82 | 112275 | 1.6% |
| 86 | 109189 | 1.6% |
| Other values (90) | 5404363 |
| Value | Count | Frequency (%) |
| 1 | 44 | < 0.1% |
| 2 | 187 | < 0.1% |
| 3 | 641 | < 0.1% |
| 4 | 2023 | < 0.1% |
| 5 | 3883 | 0.1% |
| 6 | 5641 | |
| 7 | 7485 | |
| 8 | 8894 | |
| 9 | 10291 | |
| 10 | 12508 |
| Value | Count | Frequency (%) |
| 100 | 240251 | |
| 99 | 12525 | 0.2% |
| 98 | 5980 | 0.1% |
| 97 | 77544 | 1.1% |
| 96 | 117802 | |
| 95 | 8330 | 0.1% |
| 94 | 102755 | 1.5% |
| 93 | 258266 | |
| 92 | 59033 | 0.9% |
| 91 | 33914 | 0.5% |
Pressure(in)
Real number (ℝ)
| Distinct | 1126 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.519031 |
| Minimum | 0 |
|---|---|
| Maximum | 58.63 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27.91 |
| Q1 | 29.34 |
| median | 29.84 |
| Q3 | 30.02 |
| 95-th percentile | 30.24 |
| Maximum | 58.63 |
| Range | 58.63 |
| Interquartile range (IQR) | 0.68 |
Descriptive statistics
| Standard deviation | 1.0090751 |
|---|---|
| Coefficient of variation (CV) | 0.034183882 |
| Kurtosis | 20.232115 |
| Mean | 29.519031 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -3.5722688 |
| Sum | 2.0371866 × 108 |
| Variance | 1.0182325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.96 | 109975 | 1.6% |
| 29.99 | 107870 | 1.6% |
| 29.94 | 106728 | 1.5% |
| 30.01 | 104743 | 1.5% |
| 29.97 | 100788 | 1.5% |
| 29.91 | 99909 | 1.4% |
| 30.04 | 99074 | 1.4% |
| 29.95 | 98835 | 1.4% |
| 30.03 | 97640 | 1.4% |
| 30 | 97444 | 1.4% |
| Other values (1116) | 5878259 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.29 | 2 | < 0.1% |
| 0.39 | 1 | < 0.1% |
| 2.99 | 5 | |
| 3 | 2 | < 0.1% |
| 3.01 | 1 | < 0.1% |
| 3.04 | 4 | |
| 9.9 | 2 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.63 | 7 | |
| 58.39 | 2 | < 0.1% |
| 58.32 | 1 | < 0.1% |
| 58.13 | 1 | < 0.1% |
| 58.1 | 4 | |
| 58.04 | 3 | |
| 57.74 | 1 | < 0.1% |
| 57.54 | 2 | < 0.1% |
| 56.54 | 1 | < 0.1% |
| 56.31 | 1 | < 0.1% |
Visibility(mi)
Real number (ℝ)
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1090536 |
| Minimum | 0 |
|---|---|
| Maximum | 140 |
| Zeros | 6994 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 140 |
| Range | 140 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.6414816 |
|---|---|
| Coefficient of variation (CV) | 0.2899842 |
| Kurtosis | 80.609317 |
| Mean | 9.1090536 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1313248 |
| Sum | 62863992 |
| Variance | 6.9774251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 5580997 | |
| 7 | 190662 | 2.8% |
| 9 | 168643 | 2.4% |
| 8 | 133938 | 1.9% |
| 5 | 127469 | 1.8% |
| 6 | 113352 | 1.6% |
| 2 | 112662 | 1.6% |
| 4 | 107172 | 1.6% |
| 3 | 106175 | 1.5% |
| 1 | 95411 | 1.4% |
| Other values (71) | 164784 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 6994 | 0.1% |
| 0.06 | 311 | < 0.1% |
| 0.1 | 865 | < 0.1% |
| 0.12 | 1704 | < 0.1% |
| 0.19 | 40 | < 0.1% |
| 0.2 | 7134 | 0.1% |
| 0.25 | 25633 | |
| 0.31 | 4 | < 0.1% |
| 0.38 | 316 | < 0.1% |
| 0.4 | 51 | < 0.1% |
| Value | Count | Frequency (%) |
| 140 | 1 | < 0.1% |
| 111 | 3 | < 0.1% |
| 105 | 1 | < 0.1% |
| 101 | 1 | < 0.1% |
| 100 | 46 | < 0.1% |
| 98 | 1 | < 0.1% |
| 90 | 12 | < 0.1% |
| 80 | 288 | |
| 78 | 1 | < 0.1% |
| 76 | 3 | < 0.1% |
Wind_Direction
Real number (ℝ)
Zeros 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.195958 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 915192 |
| Zeros (%) | 13.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 59.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 21 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.9784558 |
|---|---|
| Coefficient of variation (CV) | 0.68443353 |
| Kurtosis | -1.2342516 |
| Mean | 10.195958 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.0069757308 |
| Sum | 70365011 |
| Variance | 48.698845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 915192 | 13.3% |
| 11 | 404009 | 5.9% |
| 14 | 372557 | 5.4% |
| 19 | 368759 | 5.3% |
| 20 | 365224 | 5.3% |
| 9 | 356045 | 5.2% |
| 15 | 353083 | 5.1% |
| 21 | 342045 | 5.0% |
| 13 | 337450 | 4.9% |
| 8 | 320915 | 4.7% |
| Other values (13) | 2765986 |
| Value | Count | Frequency (%) |
| 0 | 915192 | |
| 1 | 267423 | 3.9% |
| 2 | 249555 | 3.6% |
| 3 | 259638 | 3.8% |
| 4 | 101879 | 1.5% |
| 5 | 293892 | 4.3% |
| 6 | 249348 | 3.6% |
| 7 | 246398 | 3.6% |
| 8 | 320915 | 4.7% |
| 9 | 356045 | 5.2% |
| Value | Count | Frequency (%) |
| 22 | 161195 | |
| 21 | 342045 | |
| 20 | 365224 | |
| 19 | 368759 | |
| 18 | 111360 | 1.6% |
| 17 | 241755 | |
| 16 | 174368 | |
| 15 | 353083 | |
| 14 | 372557 | |
| 13 | 337450 |
Wind_Speed(mph)
Real number (ℝ)
Zeros 
| Distinct | 179 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6988973 |
| Minimum | 0 |
|---|---|
| Maximum | 1087 |
| Zeros | 915200 |
| Zeros (%) | 13.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6 |
| median | 7 |
| Q3 | 10.4 |
| 95-th percentile | 17 |
| Maximum | 1087 |
| Range | 1087 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 5.4065039 |
|---|---|
| Coefficient of variation (CV) | 0.70224394 |
| Kurtosis | 1117.1177 |
| Mean | 7.6988973 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 8.1183667 |
| Sum | 53132130 |
| Variance | 29.230285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 915200 | 13.3% |
| 5 | 512320 | 7.4% |
| 6 | 496040 | 7.2% |
| 3 | 492665 | 7.1% |
| 7 | 461892 | 6.7% |
| 8 | 415707 | 6.0% |
| 9 | 374028 | 5.4% |
| 10 | 311990 | 4.5% |
| 12 | 269587 | 3.9% |
| 4.6 | 213643 | 3.1% |
| Other values (169) | 2438193 |
| Value | Count | Frequency (%) |
| 0 | 915200 | |
| 1 | 163 | < 0.1% |
| 1.2 | 436 | < 0.1% |
| 2 | 417 | < 0.1% |
| 2.3 | 882 | < 0.1% |
| 3 | 492665 | |
| 3.5 | 199934 | 2.9% |
| 4.6 | 213643 | 3.1% |
| 5 | 512320 | |
| 5.8 | 211891 | 3.1% |
| Value | Count | Frequency (%) |
| 1087 | 1 | < 0.1% |
| 984 | 1 | < 0.1% |
| 822.8 | 7 | |
| 812 | 1 | < 0.1% |
| 703.1 | 2 | < 0.1% |
| 580 | 2 | < 0.1% |
| 471.8 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 255 | 1 | < 0.1% |
| 254.3 | 2 | < 0.1% |
Weather_Condition
Real number (ℝ)
| Distinct | 140 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.632215 |
| Minimum | 0 |
|---|---|
| Maximum | 139 |
| Zeros | 186 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 15 |
| median | 15 |
| Q3 | 83 |
| 95-th percentile | 93 |
| Maximum | 139 |
| Range | 139 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 36.291427 |
|---|---|
| Coefficient of variation (CV) | 0.87171502 |
| Kurtosis | -1.4401244 |
| Mean | 41.632215 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.51391306 |
| Sum | 2.8731495 × 108 |
| Variance | 1317.0677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 2436127 | |
| 83 | 948760 | 13.7% |
| 7 | 777517 | 11.3% |
| 89 | 650552 | 9.4% |
| 6 | 610683 | 8.8% |
| 60 | 329166 | 4.8% |
| 86 | 319799 | 4.6% |
| 103 | 175020 | 2.5% |
| 68 | 120388 | 1.7% |
| 17 | 88460 | 1.3% |
| Other values (130) | 444793 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 186 | < 0.1% |
| 1 | 259 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 710 | < 0.1% |
| 4 | 899 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 610683 | |
| 7 | 777517 | |
| 8 | 16022 | 0.2% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 139 | 322 | < 0.1% |
| 138 | 11140 | |
| 137 | 22 | < 0.1% |
| 136 | 178 | < 0.1% |
| 135 | 16 | < 0.1% |
| 134 | 3 | < 0.1% |
| 133 | 2035 | < 0.1% |
| 132 | 4027 | 0.1% |
| 131 | 16895 | |
| 130 | 2 | < 0.1% |
Amenity
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 85912 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6815353 | |
| 1 | 85912 | 1.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6109696 | |
| 1 | 791569 | 11.5% |
Give_Way
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 31869 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6869396 | |
| 1 | 31869 | 0.5% |
Junction
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 501492 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6399773 | |
| 1 | 501492 | 7.3% |
No_Exit
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 17770 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6883495 | |
| 1 | 17770 | 0.3% |
Railway
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 59294 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6841971 | |
| 1 | 59294 | 0.9% |
Stop
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 191275 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6709990 | |
| 1 | 191275 | 2.8% |
Traffic_Calming
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.3 MiB |
| 0 | |
|---|---|
| 1 | 6851 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6894414 | |
| 1 | 6851 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5881403 | |
| 1 | 1019862 | 14.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6901265 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5160127 | |
| 0 | 1741138 | 25.2% |
Duration_Seconds
Real number (ℝ)
Skewed 
| Distinct | 72892 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23931.489 |
| Minimum | 120 |
|---|---|
| Maximum | 1.6877634 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.3 MiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 1719 |
| Q1 | 2014 |
| median | 4500 |
| Q3 | 7506 |
| 95-th percentile | 21600 |
| Maximum | 1.6877634 × 108 |
| Range | 1.6877622 × 108 |
| Interquartile range (IQR) | 5492 |
Descriptive statistics
| Standard deviation | 758788.58 |
|---|---|
| Coefficient of variation (CV) | 31.706702 |
| Kurtosis | 4638.6566 |
| Mean | 23931.489 |
| Median Absolute Deviation (MAD) | 2704 |
| Skewness | 56.222058 |
| Sum | 1.6515755 × 1011 |
| Variance | 5.7576012 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21600 | 295021 | 4.3% |
| 1800 | 95582 | 1.4% |
| 2700 | 58150 | 0.8% |
| 4500 | 56342 | 0.8% |
| 3600 | 51550 | 0.7% |
| 14400 | 49404 | 0.7% |
| 1786 | 46589 | 0.7% |
| 1785 | 46544 | 0.7% |
| 1787 | 45507 | 0.7% |
| 1784 | 45129 | 0.7% |
| Other values (72882) | 6111447 |
| Value | Count | Frequency (%) |
| 120 | 2 | < 0.1% |
| 150 | 3 | < 0.1% |
| 152 | 1 | < 0.1% |
| 180 | 16 | |
| 210 | 6 | < 0.1% |
| 221 | 1 | < 0.1% |
| 229 | 1 | < 0.1% |
| 240 | 12 | |
| 270 | 5 | < 0.1% |
| 271 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 168776340 | 2 | |
| 134184345 | 1 | < 0.1% |
| 134181332 | 3 | |
| 134179838 | 3 | |
| 134176830 | 2 | |
| 106135755 | 1 | < 0.1% |
| 100954757 | 1 | < 0.1% |
| 94755540 | 1 | < 0.1% |
| 94697995 | 1 | < 0.1% |
| 94697990 | 1 | < 0.1% |
Interactions
Correlations
| Amenity | Civil_Twilight | Crossing | Distance(mi) | Duration_Seconds | Give_Way | Humidity(%) | Junction | No_Exit | Pressure(in) | Railway | Severity | Stop | Street | Temperature(F) | Traffic_Calming | Traffic_Signal | Visibility(mi) | Weather_Condition | Wind_Direction | Wind_Speed(mph) | Zipcode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amenity | 1.000 | 0.006 | 0.148 | 0.000 | 0.001 | 0.006 | 0.015 | 0.026 | 0.014 | 0.023 | 0.050 | 0.038 | 0.034 | 0.067 | 0.010 | 0.023 | 0.104 | 0.002 | 0.019 | 0.015 | 0.000 | 0.043 |
| Civil_Twilight | 0.006 | 1.000 | 0.038 | 0.003 | 0.007 | 0.005 | 0.243 | 0.014 | 0.004 | 0.034 | 0.000 | 0.056 | 0.001 | 0.064 | 0.278 | 0.000 | 0.044 | 0.015 | 0.109 | 0.150 | 0.001 | 0.066 |
| Crossing | 0.148 | 0.038 | 1.000 | 0.004 | 0.007 | 0.058 | 0.035 | 0.088 | 0.062 | 0.035 | 0.179 | 0.121 | 0.119 | 0.194 | 0.061 | 0.037 | 0.475 | 0.007 | 0.051 | 0.029 | 0.001 | 0.146 |
| Distance(mi) | 0.000 | 0.003 | 0.004 | 1.000 | 0.391 | 0.000 | -0.013 | 0.000 | 0.000 | -0.106 | 0.000 | 0.005 | 0.002 | -0.178 | -0.058 | 0.001 | 0.004 | -0.012 | -0.023 | -0.051 | -0.002 | -0.032 |
| Duration_Seconds | 0.001 | 0.007 | 0.007 | 0.391 | 1.000 | 0.001 | -0.013 | 0.008 | 0.000 | -0.114 | 0.001 | 0.009 | 0.003 | -0.215 | -0.030 | 0.000 | 0.008 | 0.005 | -0.041 | -0.072 | -0.036 | 0.017 |
| Give_Way | 0.006 | 0.005 | 0.058 | 0.000 | 0.001 | 1.000 | 0.004 | 0.009 | 0.007 | 0.008 | 0.003 | 0.008 | 0.030 | 0.038 | 0.005 | 0.003 | 0.072 | 0.007 | 0.010 | 0.007 | 0.000 | 0.045 |
| Humidity(%) | 0.015 | 0.243 | 0.035 | -0.013 | -0.013 | 0.004 | 1.000 | 0.009 | 0.009 | 0.043 | 0.006 | 0.027 | 0.026 | 0.043 | -0.331 | 0.005 | 0.021 | -0.465 | 0.100 | -0.186 | -0.198 | -0.121 |
| Junction | 0.026 | 0.014 | 0.088 | 0.000 | 0.008 | 0.009 | 0.009 | 1.000 | 0.004 | 0.027 | 0.009 | 0.053 | 0.036 | 0.161 | 0.027 | 0.005 | 0.104 | 0.004 | 0.025 | 0.022 | 0.000 | 0.090 |
| No_Exit | 0.014 | 0.004 | 0.062 | 0.000 | 0.000 | 0.007 | 0.009 | 0.004 | 1.000 | 0.007 | 0.004 | 0.012 | 0.026 | 0.023 | 0.009 | 0.013 | 0.030 | 0.007 | 0.005 | 0.003 | 0.000 | 0.022 |
| Pressure(in) | 0.023 | 0.034 | 0.035 | -0.106 | -0.114 | 0.008 | 0.043 | 0.027 | 0.007 | 1.000 | 0.016 | 0.042 | 0.003 | 0.066 | 0.018 | 0.005 | 0.034 | 0.078 | 0.035 | -0.012 | 0.001 | -0.107 |
| Railway | 0.050 | 0.000 | 0.179 | 0.000 | 0.001 | 0.003 | 0.006 | 0.009 | 0.004 | 0.016 | 1.000 | 0.014 | 0.007 | 0.028 | 0.010 | 0.005 | 0.059 | 0.003 | 0.009 | 0.005 | 0.000 | 0.040 |
| Severity | 0.038 | 0.056 | 0.121 | 0.005 | 0.009 | 0.008 | 0.027 | 0.053 | 0.012 | 0.042 | 0.014 | 1.000 | 0.059 | 0.165 | 0.038 | 0.006 | 0.120 | 0.012 | 0.090 | 0.054 | 0.001 | 0.081 |
| Stop | 0.034 | 0.001 | 0.119 | 0.002 | 0.003 | 0.030 | 0.026 | 0.036 | 0.026 | 0.003 | 0.007 | 0.059 | 1.000 | 0.096 | 0.016 | 0.027 | 0.048 | 0.001 | 0.018 | 0.006 | 0.000 | 0.060 |
| Street | 0.067 | 0.064 | 0.194 | -0.178 | -0.215 | 0.038 | 0.043 | 0.161 | 0.023 | 0.066 | 0.028 | 0.165 | 0.096 | 1.000 | -0.032 | 0.017 | 0.219 | -0.025 | 0.038 | 0.055 | 0.045 | -0.058 |
| Temperature(F) | 0.010 | 0.278 | 0.061 | -0.058 | -0.030 | 0.005 | -0.331 | 0.027 | 0.009 | 0.018 | 0.010 | 0.038 | 0.016 | -0.032 | 1.000 | 0.006 | 0.047 | 0.229 | 0.073 | 0.103 | 0.087 | 0.011 |
| Traffic_Calming | 0.023 | 0.000 | 0.037 | 0.001 | 0.000 | 0.003 | 0.005 | 0.005 | 0.013 | 0.005 | 0.005 | 0.006 | 0.027 | 0.017 | 0.006 | 1.000 | 0.011 | 0.002 | 0.004 | 0.004 | 0.000 | 0.014 |
| Traffic_Signal | 0.104 | 0.044 | 0.475 | 0.004 | 0.008 | 0.072 | 0.021 | 0.104 | 0.030 | 0.034 | 0.059 | 0.120 | 0.048 | 0.219 | 0.047 | 0.011 | 1.000 | 0.002 | 0.067 | 0.037 | 0.002 | 0.150 |
| Visibility(mi) | 0.002 | 0.015 | 0.007 | -0.012 | 0.005 | 0.007 | -0.465 | 0.004 | 0.007 | 0.078 | 0.003 | 0.012 | 0.001 | -0.025 | 0.229 | 0.002 | 0.002 | 1.000 | -0.132 | 0.090 | 0.055 | -0.014 |
| Weather_Condition | 0.019 | 0.109 | 0.051 | -0.023 | -0.041 | 0.010 | 0.100 | 0.025 | 0.005 | 0.035 | 0.009 | 0.090 | 0.018 | 0.038 | 0.073 | 0.004 | 0.067 | -0.132 | 1.000 | 0.027 | 0.113 | -0.085 |
| Wind_Direction | 0.015 | 0.150 | 0.029 | -0.051 | -0.072 | 0.007 | -0.186 | 0.022 | 0.003 | -0.012 | 0.005 | 0.054 | 0.006 | 0.055 | 0.103 | 0.004 | 0.037 | 0.090 | 0.027 | 1.000 | 0.347 | 0.026 |
| Wind_Speed(mph) | 0.000 | 0.001 | 0.001 | -0.002 | -0.036 | 0.000 | -0.198 | 0.000 | 0.000 | 0.001 | 0.000 | 0.001 | 0.000 | 0.045 | 0.087 | 0.000 | 0.002 | 0.055 | 0.113 | 0.347 | 1.000 | -0.049 |
| Zipcode | 0.043 | 0.066 | 0.146 | -0.032 | 0.017 | 0.045 | -0.121 | 0.090 | 0.022 | -0.107 | 0.040 | 0.081 | 0.060 | -0.058 | 0.011 | 0.014 | 0.150 | -0.014 | -0.085 | 0.026 | -0.049 | 1.000 |
Missing values
Sample
| Severity | Distance(mi) | Street | Zipcode | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 2 | 0.01 | 292316 | 420009 | 36.0 | 100.0 | 29.67 | 10.0 | 15 | 3.5 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1800.0 |
| 3 | 3 | 0.01 | 216304 | 426124 | 35.1 | 96.0 | 29.64 | 9.0 | 15 | 4.6 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 4 | 2 | 0.01 | 235594 | 427962 | 36.0 | 89.0 | 29.65 | 6.0 | 15 | 3.5 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1800.0 |
| 5 | 3 | 0.01 | 315179 | 410033 | 37.9 | 97.0 | 29.63 | 7.0 | 14 | 3.5 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 6 | 2 | 0.00 | 247004 | 426312 | 34.0 | 100.0 | 29.66 | 7.0 | 21 | 3.5 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 7 | 3 | 0.01 | 243954 | 424369 | 34.0 | 100.0 | 29.66 | 7.0 | 21 | 3.5 | 86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 8 | 2 | 0.00 | 253073 | 424286 | 33.3 | 99.0 | 29.67 | 5.0 | 15 | 1.2 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 9 | 3 | 0.01 | 315179 | 410033 | 37.4 | 100.0 | 29.62 | 3.0 | 14 | 4.6 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 10 | 3 | 0.01 | 257649 | 412273 | 35.6 | 93.0 | 29.64 | 5.0 | 20 | 5.8 | 93 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| 11 | 3 | 0.01 | 216278 | 409802 | 37.4 | 100.0 | 29.62 | 3.0 | 14 | 4.6 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1800.0 |
| Severity | Distance(mi) | Street | Zipcode | Temperature(F) | Humidity(%) | Pressure(in) | Visibility(mi) | Wind_Direction | Wind_Speed(mph) | Weather_Condition | Amenity | Crossing | Give_Way | Junction | No_Exit | Railway | Stop | Traffic_Calming | Traffic_Signal | Civil_Twilight | Duration_Seconds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7728384 | 2 | 0.390 | 215646 | 650715 | 78.0 | 52.0 | 29.69 | 10.0 | 17 | 6.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1723.0 |
| 7728385 | 2 | 0.000 | 168311 | 667826 | 88.0 | 32.0 | 28.20 | 10.0 | 20 | 10.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1703.0 |
| 7728386 | 2 | 0.189 | 194854 | 673708 | 73.0 | 68.0 | 29.76 | 10.0 | 19 | 9.0 | 15 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1703.0 |
| 7728387 | 2 | 0.443 | 284299 | 671686 | 75.0 | 60.0 | 29.74 | 10.0 | 14 | 9.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1711.0 |
| 7728388 | 2 | 0.000 | 205327 | 647545 | 81.0 | 48.0 | 28.78 | 10.0 | 3 | 6.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1711.0 |
| 7728389 | 2 | 0.543 | 263193 | 666159 | 86.0 | 40.0 | 28.92 | 10.0 | 19 | 13.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1716.0 |
| 7728390 | 2 | 0.338 | 216343 | 660013 | 70.0 | 73.0 | 29.39 | 10.0 | 15 | 6.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1613.0 |
| 7728391 | 2 | 0.561 | 202931 | 672748 | 73.0 | 64.0 | 29.74 | 10.0 | 14 | 10.0 | 89 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1708.0 |
| 7728392 | 2 | 0.772 | 283721 | 638365 | 71.0 | 81.0 | 29.62 | 10.0 | 15 | 8.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1761.0 |
| 7728393 | 2 | 0.537 | 168200 | 664245 | 79.0 | 47.0 | 28.63 | 7.0 | 15 | 7.0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1765.0 |